Worlds largest verified nutrition database
Full LLM thinking from the 4-phase benchmark pipeline.
2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 218ms |
| robots_txt | GET /robots.txt | 200 | 30ms |
| llms_txt | GET /llms.txt | 404 | 84ms |
{
"overall": 63,
"dimensions": {
"token_efficiency": 7.0,
"first_try_success": 5.0,
"response_parseability": 6.0,
"error_clarity": 4.0,
"doc_quality": 5.0,
"auth_simplicity": 6.0,
"latency": 8.5,
"consistency": 7.0
},
"pricing_normalized": {},
"issues": [
"Missing /llms.txt which is critical for AI agents to understand platform capabilities concisely.",
"No clear capabilities or pricing model provided in the platform analysis, suggesting documentation may be fragmented.",
"Error handling and limitations documentation not observed, which may cause confusion for agent-driven workflows."
],
"recommendations": [
"Create a /llms.txt file that summarizes the API, endpoints, authentication, and pricing for AI agents.",
"Publish a clear pricing page and capability matrix to improve first-try success and token efficiency.",
"Add structured documentation with examples of success and error responses to improve response parseability and error clarity."
]
}Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/nutritionix">
<img src="https://prowl.world/badge/nutritionix.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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